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$20

AI for Oil & Gas / Energy (India)

Deep specialization in AI for reservoir engineering, refinery process optimization, pipeline integrity, power plant performance, energy trading & demand forecasting, and energy transition sustainability. Built for petroleum, process, and power engineers.

"Predict well decline beyond Arps models, optimize crude diet for BS-VI specs, classify pipeline ILI anomalies, and forecast renewable CUF from weather data"

6 Modules

Each module builds on the previous one. By the end, you have a complete production system.

  1. 1

    AI for Reservoir Engineering & Production Optimization

    Production optimization report with AI-enhanced decline analysis and reserves estimate for ONGC/Cairn fields

  2. 2

    AI for Refinery Process Optimization

    Refinery optimization report with crude diet and product slate tuned to BS-VI fuel specs

  3. 3

    AI for Pipeline Integrity & Asset Management

    Pipeline integrity assessment with repair prioritization per ASME B31G, under PNGRB integrity norms

  4. 4

    AI for Power Plant Performance Optimization

    Plant performance dashboard with heat-rate and CPCB 2015 emissions-compliance analysis

  5. 5

    AI for Energy Trading & Demand Forecasting

    Energy trading strategy with IEX price predictions and PAT-scheme (BEE) carbon-credit valuation

  6. 6

    AI for Energy Transition & Sustainability

    Energy transition roadmap with green hydrogen economics and automated SEBI BRSR ESG scorecard

Skills you'll practise

Reservoir EngineeringRefinery OptimizationPipeline IntegrityPower PlantsEnergy TradingEnergy Transition

Practice data included

  • Well production data (500 records)
  • Reservoir properties (20)
  • Decline curve analysis (15 wells)
  • Crude assay data (30 crudes)
  • Distillation unit data (400 records)
  • Refinery economics (12 months)
  • Pipeline inspection (300 records)
  • Cathodic protection (200)
  • Leak detection events (25)
  • Thermal plant data (500 records)
  • Emissions monitoring (300)
  • Renewable generation (400)
  • Power demand (365 days)
  • Gas trading contracts (30)
  • Carbon credits (20)
  • Energy mix projections
  • Green hydrogen data (100)
  • ESG reporting metrics

How this certificate is scored

Your certificate shows how many of your written answers met the rubric below, checked by an AI grader. Anyone who checks your certificate sees it.

  • You answer 6 short questions, one for each module, in your own words (at least 40 words each).
  • An AI grader checks each answer against what its module asks for: it must answer the question, use the course's practice case specifically, and be correct.
  • To pass, at least 5 of the 6 answers must meet that bar. The certificate says the answers were graded by AI.

The rubric

  1. Module 1, AI for Reservoir Engineering & Production Optimization: Production optimization report with AI-enhanced decline analysis and reserves estimate for ONGC/Cairn fields.
  2. Module 2, AI for Refinery Process Optimization: Refinery optimization report with crude diet and product slate tuned to BS-VI fuel specs.
  3. Module 3, AI for Pipeline Integrity & Asset Management: Pipeline integrity assessment with repair prioritization per ASME B31G, under PNGRB integrity norms.
  4. Module 4, AI for Power Plant Performance Optimization: Plant performance dashboard with heat-rate and CPCB 2015 emissions-compliance analysis.
  5. Module 5, AI for Energy Trading & Demand Forecasting: Energy trading strategy with IEX price predictions and PAT-scheme (BEE) carbon-credit valuation.
  6. Module 6, AI for Energy Transition & Sustainability: Energy transition roadmap with green hydrogen economics and automated SEBI BRSR ESG scorecard.

What you walk away with

Shareable portfolio

A public URL showing your module timeline, patterns mastered, and completion status.

Everything you build

Download all your work as a ZIP file. It is yours to keep.

Module walkthrough

Each module documented with deliverables and the production pattern you implemented.

Ready to start AI for Oil & Gas / Energy (India)?

First course free. $20 per course after that.